{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "AI Visibility Index",
  "description": "Share-of-voice for brands across a fixed set of high-intent queries, measured by directly probing answer engines.",
  "datePublished": "2026-10-10T10:27:37Z",
  "dateModified": "2026-10-10T10:27:37Z",
  "creator": {
    "@type": "Organization",
    "name": "OmniForce",
    "url": "https://www.omniforce.run"
  },
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "citation": "OmniForce AI Visibility Index (2026)",
  "variableMeasured": [
    "brand citation share-of-voice",
    "answer-engine",
    "store-of-record",
    "competitor mentions"
  ],
  "distribution": [
    {
      "@type": "DataDownload",
      "contentUrl": "https://www.omniforce.run/datasets/ai-visibility-index.json",
      "encodingFormat": "application/json"
    }
  ],
  "sampleSize": 25,
  "data": {
    "generated": "2026-10-10T10:27:37Z",
    "sample_size": 25,
    "queries": [
      "GEO tools",
      "answer engine optimization software",
      "best AI visibility tools",
      "best generative engine optimization platform",
      "how to track your brand in ChatGPT"
    ],
    "engines": [
      "claude_web",
      "deepseek",
      "google_ai_overviews",
      "openai_search",
      "perplexity_sonar"
    ],
    "brand_share_of_voice": 0.0,
    "brand_hits": 0,
    "competitor_mentions": {
      "AthenaHQ": 6,
      "Goodie": 4,
      "Peec AI": 11,
      "Profound": 19,
      "Scrunch": 12,
      "Ahrefs": 2,
      "Semrush": 10,
      "Writesonic": 2,
      "Otterly.ai": 15,
      "Evertune": 1,
      "ZipTie": 1,
      "Frase": 1,
      "HubSpot": 1,
      "SE Ranking": 2,
      "AirOps": 1
    },
    "per_query_tools": [
      [
        "GEO tools",
        [
          "Ahrefs",
          "AthenaHQ",
          "Evertune",
          "Goodie",
          "Otterly.ai",
          "Peec AI",
          "Profound",
          "Scrunch",
          "Semrush",
          "Writesonic",
          "ZipTie"
        ]
      ],
      [
        "answer engine optimization software",
        [
          "AthenaHQ",
          "Frase",
          "Goodie",
          "HubSpot",
          "Otterly.ai",
          "Peec AI",
          "Profound",
          "Scrunch",
          "Semrush"
        ]
      ],
      [
        "best AI visibility tools",
        [
          "AthenaHQ",
          "Otterly.ai",
          "Peec AI",
          "Profound",
          "SE Ranking",
          "Scrunch",
          "Semrush"
        ]
      ],
      [
        "best generative engine optimization platform",
        [
          "AirOps",
          "AthenaHQ",
          "Goodie",
          "Otterly.ai",
          "Peec AI",
          "Profound",
          "Scrunch",
          "Semrush",
          "Writesonic"
        ]
      ],
      [
        "how to track your brand in ChatGPT",
        [
          "Ahrefs",
          "Otterly.ai",
          "Peec AI",
          "Profound",
          "SE Ranking",
          "Scrunch",
          "Semrush"
        ]
      ]
    ]
  }
}